diff --git a/results_visualization/js/ui.js b/results_visualization/js/ui.js
new file mode 100644
index 0000000..0059a5e
--- /dev/null
+++ b/results_visualization/js/ui.js
@@ -0,0 +1,100 @@
+'use strict';
+
+(function() {
+  let chartInstance = null;
+
+  /**
+   * Berechnet statistische Kennzahlen aus den Spike-Daten.
+   * @param {Array<{timestamp:number, type:string, cpu:int, value:number}>} spikeData
+   * @returns {{median:number, p99:number, deltaTail:number}}
+   */
+  function computeStats(spikeData) {
+    if (!Array.isArray(spikeData) || spikeData.length === 0) {
+      return { median: 0, p99: 0, deltaTail: 0 };
+    }
+    const sorted = [...spikeData].sort((a, b) => a.value - b.value);
+    const n = sorted.length;
+    const median = sorted[Math.floor(n / 2)].value;
+    const p99 = sorted[Math.floor(n * 0.99) - 1 >= 0 ? Math.floor(n * 0.99) - 1 : 0].value;
+    const deltaTail = p99 - median;
+    return { median, p99, deltaTail };
+  }
+
+  /**
+   * Erstellt oder aktualisiert das Diagramm mit neuen Spikedaten.
+   * @param {Array<{timestamp:number, type:string, cpu:int, value:number}>} spikeData
+   */
+  function renderSpikeChart(spikeData) {
+    const container = document.getElementById('chart-container');
+    if (!container) return;
+
+    // Falls eine vorhandene Instanz existiert, diese löschen
+    if (chartInstance && typeof chartInstance.destroy === 'function') {
+      chartInstance.destroy();
+    }
+
+    // Daten für Chart.js vorbereiten
+    const labels = spikeData.map(d => new Date(d.timestamp).toLocaleTimeString());
+    const values = spikeData.map(d => d.value);
+
+    const canvas = document.createElement('canvas');
+    container.innerHTML = '';
+    container.appendChild(canvas);
+
+    // Chart.js Initialisierung
+    if (window.Chart) {
+      chartInstance = new Chart(canvas.getContext('2d'), {
+        type: 'line',
+        data: {
+          labels: labels,
+          datasets: [{
+            label: 'P99 Spike Werte',
+            data: values,
+            borderColor: '#007ACC',
+            backgroundColor: 'rgba(0, 122, 204, 0.2)',
+            fill: true,
+            pointRadius: 2
+          }]
+        },
+        options: {
+          responsive: true,
+          scales: {
+            x: { title: { display: true, text: 'Zeit' } },
+            y: { title: { display: true, text: 'Spike Wert' } }
+          }
+        }
+      });
+    } else {
+      // Fallback: einfache Textanzeige
+      const info = document.createElement('div');
+      info.textContent = 'Chart-Komponente nicht verfügbar. Werteanzeige deaktiviert.';
+      container.innerHTML = '';
+      container.appendChild(info);
+    }
+
+    const stats = computeStats(spikeData);
+    updateStatsPanel(stats);
+  }
+
+  /**
+   * Aktualisiert statistische Kennwerte im UI.
+   * @param {{median:number, p99:number, deltaTail:number}} stats
+   */
+  function updateStatsPanel(stats) {
+    const panel = document.querySelector('.stats-panel');
+    if (!panel) return;
+
+    const medianEl = panel.querySelector('.stat-median');
+    const p99El = panel.querySelector('.stat-p99');
+    const deltaEl = panel.querySelector('.stat-delta');
+
+    if (medianEl) medianEl.textContent = stats.median.toFixed(2);
+    if (p99El) p99El.textContent = stats.p99.toFixed(2);
+    if (deltaEl) deltaEl.textContent = stats.deltaTail.toFixed(2);
+  }
+
+  window.ui = {
+    renderSpikeChart,
+    updateStatsPanel
+  };
+})();
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